Index

A

acc() (in module poutyne)

Accuracy (class in poutyne) AtomicCSVLogger (class in poutyne)

B

batch_metrics (poutyne.Model attribute) BestModelRestore (class in poutyne) bin_acc() (in module poutyne)

BinaryAccuracy (class in poutyne) BinaryF1 (class in poutyne) BinaryPrecision (class in poutyne) BinaryRecall (class in poutyne)

C

Callback (class in poutyne) ClipNorm (class in poutyne) ClipValue (class in poutyne) compute() (poutyne.FBeta method) (poutyne.Metric method) (poutyne.SKLearnMetrics method) ConstantLR (class in poutyne)

CosineAnnealingLR (class in poutyne) CosineAnnealingWarmRestarts (class in poutyne) cosinespace() (in module poutyne) cpu() (poutyne.Model method) CSVLogger (class in poutyne) cuda() (poutyne.Model method) CyclicLR (class in poutyne)

D

DelayCallback (class in poutyne)

E

EarlyStopping (class in poutyne) epoch_metrics (poutyne.Model attribute) evaluate() (poutyne.Model method) evaluate_dataset() (poutyne.Model method)

evaluate_generator() (poutyne.Model method) evaluate_on_batch() (poutyne.Model method) Experiment() (in module poutyne) ExponentialLR (class in poutyne)

F

F1 (class in poutyne) FBeta (class in poutyne) fit() (poutyne.Model method) fit_dataset() (poutyne.Model method) fit_generator() (poutyne.Model method)

forward() (poutyne.FBeta method) (poutyne.Metric method) (poutyne.SKLearnMetrics method) from_model() (poutyne.ModelBundle class method) from_network() (poutyne.ModelBundle class method)

G

get_batch_size() (in module poutyne) get_best_epoch_stats() (poutyne.ModelBundle method) get_path() (poutyne.ModelBundle method)

get_saved_epochs() (poutyne.ModelBundle method) get_weight_copies() (poutyne.Model method) get_weights() (poutyne.Model method)

I

infer() (poutyne.ModelBundle method) infer_data() (poutyne.ModelBundle method)

infer_dataset() (poutyne.ModelBundle method) is_better_than() (poutyne.ModelBundle method)

L

Lambda (class in poutyne) LambdaCallback (class in poutyne) LambdaLR (class in poutyne) LinearLR (class in poutyne) linspace() (in module poutyne) load_checkpoint() (poutyne.ModelBundle method) load_optimizer_state() (poutyne.Model method)

load_random_states() (in module poutyne) load_weights() (poutyne.Model method) log_config_params() (poutyne.MLFlowLogger method) (poutyne.WandBLogger method) log_metric() (poutyne.MLFlowLogger method) log_param() (poutyne.MLFlowLogger method) loss_function (poutyne.Model attribute) LRSchedulerCheckpoint (class in poutyne)

M

Metric (class in poutyne) MLFlowLogger (class in poutyne) Model (class in poutyne) model (poutyne.Callback attribute)

ModelBundle (class in poutyne) ModelCheckpoint (class in poutyne) MultiplicativeLR (class in poutyne) MultiStepLR (class in poutyne)

N

network (poutyne.Model attribute) NotificationCallback (class in poutyne)

Notificator (class in poutyne) numpy_to_torch() (in module poutyne)

O

on_backward_end() (poutyne.Callback method) on_epoch_begin() (poutyne.Callback method) on_epoch_end() (poutyne.Callback method) on_predict_batch_begin() (poutyne.Callback method) on_predict_batch_end() (poutyne.Callback method) on_predict_begin() (poutyne.Callback method) on_predict_end() (poutyne.Callback method) on_test_batch_begin() (poutyne.Callback method) on_test_batch_end() (poutyne.Callback method) on_test_begin() (poutyne.Callback method) on_test_end() (poutyne.Callback method) on_train_batch_begin() (poutyne.Callback method)

on_train_batch_end() (poutyne.Callback method) on_train_begin() (poutyne.Callback method) on_train_end() (poutyne.Callback method) on_valid_batch_begin() (poutyne.Callback method) on_valid_batch_end() (poutyne.Callback method) on_valid_begin() (poutyne.Callback method) on_valid_end() (poutyne.Callback method) one_cycle_phases() (in module poutyne) OneCycleLR (class in poutyne) optimizer (poutyne.Model attribute) OptimizerCheckpoint (class in poutyne) OptimizerPolicy (class in poutyne)

P

params (poutyne.Callback attribute) PeriodicSaveCallback (class in poutyne) PeriodicSaveLambda (class in poutyne) Phase (class in poutyne) plot_history() (in module poutyne) plot_metric() (in module poutyne)

Precision (class in poutyne) predict() (poutyne.Model method) predict_dataset() (poutyne.Model method) predict_generator() (poutyne.Model method) predict_on_batch() (poutyne.Model method) ProgressionCallback (class in poutyne)

R

RandomStatesCheckpoint (class in poutyne) Recall (class in poutyne) ReduceLROnPlateau (class in poutyne)

reset() (poutyne.FBeta method) (poutyne.Metric method) (poutyne.SKLearnMetrics method) restore() (poutyne.PeriodicSaveCallback method)

S

save_file() (poutyne.PeriodicSaveCallback method) save_optimizer_state() (poutyne.Model method) save_random_states() (in module poutyne) save_weights() (poutyne.Model method) send_notification() (poutyne.Notificator method)

set_seeds() (in module poutyne) set_weights() (poutyne.Model method) sgdr_phases() (in module poutyne) SKLearnMetrics (class in poutyne) StepLR (class in poutyne)

T

TensorBoardGradientTracker (class in poutyne) TensorBoardLogger (class in poutyne) TerminateOnNaN (class in poutyne) test() (poutyne.ModelBundle method) test_data() (poutyne.ModelBundle method) test_dataset() (poutyne.ModelBundle method) to() (poutyne.Model method)

topk() (in module poutyne) TopKAccuracy (class in poutyne) torch_apply() (in module poutyne) torch_to_numpy() (in module poutyne) train() (poutyne.ModelBundle method) train_data() (poutyne.ModelBundle method) train_dataset() (poutyne.ModelBundle method) train_on_batch() (poutyne.Model method)

U

update() (poutyne.FBeta method) (poutyne.Metric method) (poutyne.SKLearnMetrics method)

W

WandBLogger (class in poutyne)